import pandas as pd
import os
import sys
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import missingno as msno
from dataprep.eda import create_report
import sweetviz as sv
from autoviz.AutoViz_Class import AutoViz_Class

general_directory = os.path.split(os.getcwd())[0]


data_location = os.path.join(general_directory, "data")



dataset =  "trainingsetvalues" +".csv"
datasetlabels = "trainingsetlabels.csv"


df = pd.read_csv(os.path.join(data_location, dataset))
df1 = pd.read_csv(os.path.join(data_location, datasetlabels))

values_with_labels = pd.merge(left=df, right=df1, left_on = "id", right_on= "id")

Imported AutoViz_Class version: 0.0.84. Call using:
    AV = AutoViz_Class()
    AV.AutoViz(filename, sep=',', depVar='', dfte=None, header=0, verbose=0,
                            lowess=False,chart_format='svg',max_rows_analyzed=150000,max_cols_analyzed=30)
Note: verbose=0 or 1 generates charts and displays them in your local Jupyter notebook.
      verbose=2 does not show plot but creates them and saves them in AutoViz_Plots directory in your local machine.

AV = AutoViz_Class()

df = AV.AutoViz(os.path.join(data_location, dataset))

Shape of your Data Set loaded: (59400, 40)
############## C L A S S I F Y I N G  V A R I A B L E S  ####################
Classifying variables in data set...
    Number of Numeric Columns =  3
    Number of Integer-Categorical Columns =  6
    Number of String-Categorical Columns =  19
    Number of Factor-Categorical Columns =  0
    Number of String-Boolean Columns =  2
    Number of Numeric-Boolean Columns =  0
    Number of Discrete String Columns =  8
    Number of NLP String Columns =  0
    Number of Date Time Columns =  0
    Number of ID Columns =  1
    Number of Columns to Delete =  1
    40 Predictors classified...
        This does not include the Target column(s)
        10 variables removed since they were ID or low-information variables
3 numeric variables in data exceeds limit, taking top 30 variables
Number of All Scatter Plots = 6

Time to run AutoViz (in seconds) = 18.656

 ###################### VISUALIZATION Completed ########################